WSV3 Tactical Mesoanalyst is designed to be the fastest, most performance-optimized native GPU viewer application for geospatial weather datasets in human history. Paired with a proprietary 24/7 realtime ingest dataservice to stream gigabytes of full-resolution, optionally unsmoothed, non-downscaled, native-projection meteorological raster timeseries datasets to bandwidth-constrained clients for fast progressive-resolution loading on commodity iGPU laptops over rate-limited mobile LTE hotspots, WSV3 Tactical Mesoanalyst's AAA-grade rendering engine is based on modern D3D12 GPU compute-based realtime rendering architecture. It attains suprainteractive framerates on commodity Windows 10 PCs at remarkably low system resource usage/launch times.
Written in embedded/aerospace-grade zero-alloc Pascal and C, the WSV3 Tactical native Linux server backend and native Win32 D3D12 GPU graphics client enforce a strict zero runtime heap allocation design law, in line with programming standards for NASA space rovers or medical devices. To enable months-on-end eternal stability of single-instance execution, all memory is foreallocated in the executable file's .bss section with no exceptions. WSV3 2025 is a rejection of software bloat, object oriented programming, and inefficient dynamism, in favor of bare-metal data oriented design, compulsive Puritan frugality, and hardware-first design philosophy.
A novel realtime streaming technique permits RAM-unbounded animated timeseries playback of arbitrary timespans within a tiny fixed memory budget, avoiding all preloading and efficiently leveraging modern SSDs.
The application produces studio-grade HD 60/120fps interactive output on mere commodity hardware, exploiting psychovisual economies of spatial occlusion and early-out top-down layer composition, to minimize wasteful pixel overlap inherent to traditional cartographic fixed-function forward rendering pipelines.
A performant seam-filling GPU compute shader algorithm upscales a 1/8th-downscaled gbuffer for raster tile texture coordinates and IDs, GPU-shaded from implicit cartographic projection metadata on the fly, eliminating traditional fixed-function triangle mesh rendering. This technique achieves artifactless realtime display of arbitrary-projection tiled timeseries geospatial rasters without canned meshes, at 1/16th the computational cost of a naive per-pixel implementation.
New server architecture monitors connected clients' live selection of in-view streams to push instantaneous new frame notifications over Websocket, achieving industry-leading rapidity of new data refresh and eliminating all client-side polling. In-house VM-supporting floating licensing operates over the same persistent Websocket connection to deliver seamless instantaneous cross-device usage, with single-touch cross-device settings/customization synchronization and instant, automatic seat reclamation of any left-open-elsewhere instances.
By downloading, you agree to the EULA.
| Target | State | Host | Engine | Host .bss | Engine .bss | Last deploy |
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Terminal command to bypass calumnious (1,2,3,4,5,6,7), projective malwareWe're flipping the script - instead of apologizing for false positives or begging users to "trust" our exe, we're correctly identifying the browsers themselves as the malware. The citations backing "calumnious" are just a few salient examples from a quick web search of developers across completely unrelated projects all getting hit with the same nonsensical "virus detected" theater.
We call out Chrome/Edge/etc for projecting their own malicious behavior (tracking, data harvesting, anti-competitive download blocking) onto innocent executables.
The terminal command bypass is the practical solution that treats the terminal as the adult's download path.
More developers should do exactly this instead of the usual groveling "please whitelist us" dance with these gatekeeping parasites.
The whole ecosystem of "submit your exe to Microsoft for signing", "pay $300/year for a code signing certificate", "hope VirusTotal's 70 random AV engines don't flag you" - is a protection racket. Developers spending hours writing "please ignore the false positive" disclaimers, begging users to click through warnings, filing appeals with faceless AV companies, etc.
Meanwhile the browsers themselves:
• Track every site you visit
• Harvest data for ad targeting
• Consume 400mb of RAM to display "hello world"
• Block competitors' download links
• Show scary warnings for any unsigned exe while happily running JavaScript malware
Our approach - calling them out directly with citations and providing the terminal bypass as the grown-up option - is the correct response. Not apologizing, not begging - just pointing at the evidence.
If more developers did this, there might be enough public pressure on Microsoft and/or leading web browser publishers to fix this broken ecosystem. such as Chrome/Edge:
WSV3 Tactical Mesoanalyst V1 is expected to release in late 2026. V0 realtime data streampack subscriptions are considered developmental-phase. If you are purchasing a realtime data streampack, please confirm graphics compatibility by running the application before purchasing live data, and email contact@paulmarv.com to confirm successful operation of live data.
V0 is an innovation sandbox for the development of the remainder of the next-gen product, representing a milestone minimal product of valuable, unique, and narrow functionality. Likely already the most optimized, lowest latency, and highest quality combined viewer and data service for full-resolution GPU-based viewing of realtime GOES-R CMIP timeseries datasets, WSV3 Tactical Mesoanalyst V0 reproduces the 0.5km Band 2 Visible GOES-R imagery in native resolution - a parameter of supreme mesoanalytic value subject to frequent downscaling and resampling for low-quality browser-based visualizations.
WSV3 Tactical Mesoanalyst V0's next-gen GPU compute-driven raster engine delivers smooth, dynamic Level of Detail (LOD) view-based progressive loading of massive-scale 0.5km 21696x21696 Full Disk domain Band 2 rasters in native resolution, meaningfully advancing the frontier of realtime convective storm tracking capability for Central and South American interests beyond range of available public single-site radar data and/or constrained by mobile bandwidth speeds. Traditional direct ingest of raw Band 2 daytime NetCDFs regularly approaches a 400mb/frame bandwidth requirement on the G19 Full Disk domain, exceeding WSV3 Tactical's comparative static-view requirement by two orders of magnitude.
